Associate Software Engineer
Jun 2025 — present- ·Built an AI voice agent for farmers on RAG pipelines, with context-aware retrieval and response generation in real time.
- ·Designed and implemented backend services for Kriyakarak, a live production system, spanning API development and frontend integration.
- ·Integrated embeddings and vector databases (Qdrant, pgvector) to sharpen semantic search accuracy and response relevance.
- ·Worked with caching, rate limiting and multi-instance synchronization to keep the system fast under load.
- ·Shipped through production deployments, debugging and iterative releases alongside cross-functional teams.
